{"id":"W4327680703","doi":"10.1111/cts.13511","title":"Prognostic value of severe acute respiratory syndrome coronavirus‐2 viral load and antibodies in patients hospitalized with <scp>COVID</scp>‐19","year":2023,"lang":"en","type":"article","venue":"Clinical and Translational Science","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"F. Hoffmann-La Roche","keywords":"Viral load; Medicine; Hazard ratio; Internal medicine; Confidence interval; Tocilizumab; Placebo; Coronavirus; Antibody; Viral pneumonia; Mechanical ventilation; Immunology; Coronavirus disease 2019 (COVID-19); Virus; Disease; Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148236,0.0001126365,0.0002908416,0.0001529228,0.000118995,0.00002479211,0.0001300607,0.00007561112,0.000001668228],"category_scores_gemma":[0.0008302057,0.00008137084,0.00004312973,0.000778272,0.001847114,0.0002192205,0.00005710436,0.0001937642,0.000007999031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001756459,"about_ca_system_score_gemma":0.0008094141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003814717,"about_ca_topic_score_gemma":0.00001027359,"domain_scores_codex":[0.9979928,0.00005765187,0.000381927,0.0004379797,0.0008495433,0.0002801128],"domain_scores_gemma":[0.9988428,0.0006745664,0.00006328264,0.0001268893,0.0001732528,0.0001191959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001921055,0.0001524442,0.9971243,0.00007226268,0.00002312143,0.00006356284,0.0002254563,0.000002792204,0.0003477257,0.0003251825,0.00001121802,0.001459851],"study_design_scores_gemma":[0.003445013,0.001088116,0.9928322,0.0001066467,0.0000342895,0.00001421194,0.00001863251,0.000390531,0.0000606217,0.001317809,0.0006367439,0.0000552066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988998,0.0001377899,0.00001635997,0.0001205266,0.00004442292,0.0004280179,0.00003620297,0.00002728154,0.000289648],"genre_scores_gemma":[0.9975955,0.00001748273,0.0002004708,0.002132645,0.00001462641,0.00001233085,0.000004256937,0.000006858347,0.00001584144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0042921,"threshold_uncertainty_score":0.6805768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06440810153978617,"score_gpt":0.3983129485588853,"score_spread":0.3339048470190991,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}